""" Defines [`BaseBuildingBlock`](@ref), [`BuildingBlock`](@ref) and [`Wait`](@ref). """ module BuildingBlocks import LinearAlgebra: norm import JuMP: @constraint import StaticArrays: SVector import ..Abstract: ContainerBlock, start_time import ...BuildSequences: global_model import ...Components: BaseComponent, GradientWaveform, EventComponent, NoGradient, ChangingGradient, ConstantGradient, split_gradient, DelayedEvent, RFPulseComponent, ReadoutComponent import ...Variables: qval, bmat_gradient, effective_time, get_free_variable, qval3, slew_rate, gradient_strength import ...Variables: VariableType, duration, make_generic, get_pulse, get_readout, scanner_constraints! """ Basic BuildingBlock, which can consist of a gradient waveforms with any number of RF pulses/readouts overlaid Main interface: - iteration will give the gradient waveforms interspersed by RF pulses/readouts. - Indiviual indices can be accessed using `keys(building_block)` - [`waveform_sequence`](@ref) returns just the gradient waveform as a sequence of [`GradientWaveform`](@ref) objects. - [`waveform`](@ref) returns just the gradient waveform as a sequence of (time, gradient_strength) tuples. - [`events`](@ref) returns the RF pulses and readouts. - [`qval`](@ref) returns area under curve for (part of) the gradient waveform. Sub-types need to implement: - `Base.keys`: returns sequence of keys to all the components. - `Base.getindex`: returns the actual component for each key. """ abstract type BaseBuildingBlock <: ContainerBlock end # Iterator interface Base.length(c::BaseBuildingBlock) = length(keys(c)) Base.eltype(::Type{<:BaseBuildingBlock}) = BaseComponent Base.iterate(c::BaseBuildingBlock) = Base.iterate(c, 1) Base.iterate(c::BaseBuildingBlock, index::Integer) = length(c) < index ? nothing : (c[keys(c)[index]], index + 1) Base.getindex(bb::BaseBuildingBlock, s::Symbol) = bb[Val(s)] """ events(building_block) Returns just the non-gradient (i.e., RF pulses/readouts) events as a sequence of [`EventComponent`](@ref) objects (with their keys). """ function events(bb::BaseBuildingBlock) return [(key, bb[key]) for key in keys(bb) if bb[key] isa EventComponent] end """ waveform_sequence(building_block) Returns just the gradient waveform as a sequence of [`GradientWaveform`](@ref) objects (with their keys). """ function waveform_sequence(bb::BaseBuildingBlock) return [(key, bb[key]) for key in keys(bb) if bb[key] isa GradientWaveform] end function ndim_grad(bb::BaseBuildingBlock) g = [ws[2] for ws in waveform_sequence(bb)] if iszero(length(g)) return 0 end for N in (1, 3) if all(isa.(g, GradientWaveform{N})) return N end end error("$(typeof(bb)) contains both 1D and 3D gradient waveforms.") end """ waveform(building_block) Returns the gradient waveform of any [`BaseBuildingBlock`](@ref) as a sequence of control points. Each control point is stored as a tuple with the time in ms and the gradient as a length-3 vector. The gradient is linearly interpolated between these points (see [`waveform_sequence`](@ref)). """ function waveform(bb::BaseBuildingBlock) ndim = ndim_grad(bb) if ndim == 3 result = Tuple{VariableType, SVector{3, VariableType}}[(0., zero(SVector{3, Float64}))] elseif ndim == 1 result = Tuple{VariableType, VariableType}[(0., 0.)] else return [] end for (_, block) in waveform_sequence(bb) new_time = result[end][1] + max(duration(block), 0) prev_grad = result[end][2] if block isa NoGradient @assert all(abs.(prev_grad) <= 1e-12) "$(typeof(bb)) inserts NoGradient before the gradient is zero. This is probably caused by an improper implementation of this BuildingBlock." push!(result, (new_time, prev_grad)) elseif block isa ConstantGradient @assert all(gradient_strength(block) .≈ prev_grad) "$(typeof(bb)) inserts ConstantGradient that does not match previous gradient strength. This is probably caused by an improper implementation of this BuildingBlock." push!(result, (new_time, prev_grad)) elseif block isa ChangingGradient @assert all(block.gradient_strength_start .≈ prev_grad) "$(typeof(bb)) inserts ChangingGradient that does not match previous gradient strength. This is probably caused by an improper implementation of this BuildingBlock." push!(result, (new_time, prev_grad .+ slew_rate(block) .* duration(block))) else error("Unrecognised block type in BuildingBlock: $(typeof(bb)).") end end @assert all(abs.(result[end][2]) .<= 1e-12) "$(typeof(bb)) does not end up with a gradient of zero. This is probably caused by an improper implementation of this BuildingBlock." return result end equal_key(i1::Val, i2) = i1 == Val(i2) equal_key(i1, i2::Val) = Val(i1) == i2 equal_key(i1::Val, i2::Val) = i1 == i2 equal_key(i1, i2) = i1 == i2 function start_time(building_block::BaseBuildingBlock, index) time = 0. prev_time = 0. for key in keys(building_block) if equal_key(key, index) return prev_time end component = building_block[key] if component isa GradientWaveform prev_time = time time += duration(component) end end error("Building block with index '$index' not found") end duration(bb::BaseBuildingBlock) = sum([duration(wv) for (_, wv) in waveform_sequence(bb)]) # Pathway support """ waveform_sequence(building_block, first, last) Gets the sequence of [`GradientWaveform`](@ref) from the event with key `first` till the event with key `last`. Setting `first` to nothing indicates to start from the beginning of the `building_block`. Similarly, setting `last` to nothing indicates to continue till the end of the `building_block`. """ function waveform_sequence(bb::BaseBuildingBlock, first, last) started = isnothing(first) current_grad_key = current_start = nothing parts = Tuple{Any, GradientWaveform}[] for key in keys(bb) if bb[key] isa GradientWaveform if started && !isnothing(current_grad_key) push!(parts, (current_grad_key, isnothing(current_start) ? bb[current_grad_key] : split_gradient(bb[current_grad_key], current_start)[2])) end current_grad_key = key current_start = nothing end if equal_key(key, first) @assert !started started = true current_start = effective_time(bb[key]) end if equal_key(key, last) @assert started if isnothing(current_start) push!(parts, (current_grad_key, split_gradient(bb[current_grad_key], effective_time(bb[key]))[1])) else push!(parts, (current_grad_key, split_gradient(bb[current_grad_key], current_start, effective_time(bb[key]))[2])) end return parts end end if !started error("Starting index of $first not recognised.") end if !isnothing(last) error("Final index of $last not recognised.") end push!(parts, (current_grad_key, isnothing(current_start) ? bb[current_grad_key] : split_gradient(bb[current_grad_key], current_start)[2])) return parts end """ qval(overlapping[, first_event, last_event]) Computes the area under the curve for the gradient waveform in [`BaseBuildingBlock`](@ref). If `first_event` is set to something else than `nothing`, only the gradient waveform after this RF pulse/Readout will be considered. Similarly, if `last_event` is set to something else than `nothing`, only the gradient waveform up to this RF pulse/Readout will be considered. """ function qval(bb::BaseBuildingBlock, index1, index2) if (!isnothing(index1)) && (index1 == index2) return 0. end sum([qval(wv) for (_, wv) in waveform_sequence(bb, index1, index2)]; init=0.) end qval(bb::BaseBuildingBlock) = qval(bb, nothing, nothing) function bmat_gradient(bb::BaseBuildingBlock, qstart, index1, index2) if (!isnothing(index1)) && (index1 == index2) return zeros(3, 3) end result = Matrix{VariableType}(zeros(3, 3)) qcurrent = Vector{VariableType}(qstart) for (_, part) in waveform_sequence(bb, index1, index2) result = result .+ bmat_gradient(part, qcurrent) qcurrent = qcurrent .+ qval3(part, qcurrent) end return result end bmat_gradient(bb::BaseBuildingBlock, qstart) = bmat_gradient(bb, qstart, nothing, nothing) """ BuildingBlock(waveform, events; duration=nothing, orientation=nothing, group) Generic [`BaseBuildingBlock`](@ref) that can capture any overlapping gradients, RF pulses, and/or readouts. The gradients cannot contain any free variables. Scanner constraints are automatically applied. ## Arguments - `waveform`: Sequence of 2-element tuples with (time, (Gx, Gy, Gz)). If `orientation` is set then the tuple is expected to look like (time, G). This cannot contain any free variables. - `events`: Sequence of 2-element tuples with (index, pulse/readout). The start time of the pulse/readout at the start of the gradient waveform element with index `index` (use [`DelayedEvent`](@ref) to make this earlier or later). - `duration`: duration of this `BuildingBlock`. If not set then it will be assumed to be the time of the last element in `waveform`. - `orientation`: orientation of the gradients in the waveform. If not set, then the full gradient vector should be given explicitly. - `group`: group of the gradient waveform """ struct BuildingBlock <: BaseBuildingBlock parts :: Vector{<:BaseComponent} end function BuildingBlock(waveform::AbstractVector, events::AbstractVector; orientation=nothing, group=nothing) events = Any[events...] waveform = Any[waveform...] ndim = isnothing(orientation) ? 1 : 3 zero_grad = isnothing(orientation) ? zeros(3) : 0. if length(waveform) == 0 || waveform[1][1] > 0. pushfirst!(waveform, (0., zero_grad)) events = [(i+1, e) for (i, e) in events] end components = BaseComponent[] for (index_grad, ((prev_time, prev_grad), (time, grad))) in enumerate(zip(waveform[1:end-1], waveform[2:end])) duration = time - prev_time if norm(prev_grad) <= 1e-12 && norm(grad) <= 1e-12 push!(components, NoGradient{ndim}(duration)) elseif norm(prev_grad) ≈ norm(grad) push!(components, ConstantGradient(prev_grad, orientation, duration, group)) else push!(components, ChangingGradient(prev_grad, (grad .- prev_grad) ./ duration, orientation, duration, group)) end while length(events) > 0 && index_grad == events[1][1] (_, event) = popfirst!(events) push!(components, event) end end #for comp in components # scanner_constraints!(comp) #end return BuildingBlock(components) end make_generic(other_block::BaseBuildingBlock) = BuildingBlock([other_block...]) Base.keys(bb::BuildingBlock) = 1:length(bb.parts) Base.getindex(bb::BuildingBlock, i::Integer) = bb.parts[i] function get_pulse(bb::BuildingBlock) pulses = [p for (_, p) in events(bb) if p isa RFPulseComponent] if length(pulses) == 0 error("BuildingBlock does not contain any pulses.") end if length(pulses) == 1 return pulses[1] end error("BuildingBlock contains more than one pulse. Not sure which one to return.") end function get_readout(bb::BuildingBlock) readouts = [r for (_, r) in events(bb) if r isa ReadoutComponent] if length(readouts) == 0 error("BuildingBlock does not contain any readouts.") end if length(readouts) == 1 return readouts[1] end error("BuildingBlock contains more than one readout. Not sure which one to return.") end function effective_time(bb::BuildingBlock) index = [i for (i, r) in events(bb) if r isa Union{RFPulseComponent, ReadoutComponent}] if length(index) == 0 error("BuildingBlock does not contain any RF pulse or readout events, so `effective_time` is not defined.") elseif length(index) > 1 error("BuildingBlock contains multiple RF pulse or readout events, so `effective_time` is not defined.") end index = index[1] return effective_time(bb, index) end struct Wait <: BaseBuildingBlock duration :: VariableType function Wait(var) res = new(get_free_variable(var)) if !(res.duration isa Number) @constraint global_model() res.duration >= 0 end return res end end duration(wb::Wait) = wb.duration Base.keys(::Wait) = (Val(:empty),) Base.getindex(wb::Wait, ::Val{:empty}) = NoGradient{1}(wb.duration) end